Creating a Coding Assistant with StarCoder

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Create a coding assistant with StarCoder, a model for generating code, by fine-tuning it on specific coding tasks

intermediate Published 9 May 2023
Action Steps
  1. Choose a specific coding task to fine-tune StarCoder on
  2. Prepare a dataset of code examples for the task
  3. Fine-tune StarCoder using the dataset
  4. Test and evaluate the performance of the fine-tuned model
Who Needs to Know This

Software engineers and AI researchers can benefit from using StarCoder to automate coding tasks and improve development efficiency

Key Insight

💡 Fine-tuning StarCoder on specific coding tasks can improve its performance and accuracy

Share This
🤖 Automate coding tasks with StarCoder! 💻

Key Takeaways

Create a coding assistant with StarCoder, a model for generating code, by fine-tuning it on specific coding tasks

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Published Time: 2023-05-09T00:00:00.214Z

# Creating a Coding Assistant with StarCoder

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# [](https://huggingface.co/blog/starchat-alpha#creating-a-coding-assistant-with-starcoder) Creating a Coding Assistant with StarCoder

Published May 9, 2023

[Update on GitHub](https://github.com/huggingface/blog/blob/main/starchat-alpha.md)

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* [Prompting LLMs for dialogue](https://huggingface.co/blog/starchat-alpha#prompting-llms-for-dialogue "Prompting LLMs for dialogue")

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